BARA: A blockchain-aided auction-based resource allocation in edge computing enabled industrial internet of things

被引:13
|
作者
Baranwal, Gaurav [1 ]
Kumar, Dinesh [2 ]
Vidyarthi, Deo Prakash [3 ]
机构
[1] Banaras Hindu Univ, Inst Sci, Dept Comp Sci, Varanasi 221005, Uttar Pradesh, India
[2] Motilal Nehru Natl Inst Technol, Dept Comp Sci & Engn, Allahabad 211004, Uttar Pradesh, India
[3] Jawaharlal Nehru Univ, Sch Comp & Syst Sci, New Delhi 110067, India
关键词
Blockchain; Auction; Edge computing; Industrial internet of things (IIoT); Utility; Resource allocation; SERVICE SELECTION; TRUST; MECHANISM; SYSTEMS; MODEL;
D O I
10.1016/j.future.2022.05.007
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The recent emergence of Industrial Internet of Things (IIoT), a novel subset of Internet of Things (IoT), integrates sensors and intelligent devices with industry applications to develop a self-organizing system for creating enhanced and adaptive industrial environments. IIoT devices usually have limited computational power, while IIoT applications are mostly mission-critical and/or safety-critical. Therefore, these applications need computing resources that are closer to the devices. This work proposes a decentralized auction-based resource allocation mechanism in edge computing enabled IIoT using consortium blockchain and smart contract that shelves the involvement of a trusted third party, i.e. auctioneer. Various quality parameters are considered during resource allocation to address the mobility of both IIoT devices and edge resources, heterogeneity of edge servers, false assurance of edge servers, reliability, delay in results, and responsiveness of edge servers. Utility functions for IIoT devices are designed to calculate their degree of satisfaction depending on various quality parameters. The proposed blockchain-aided auction based mechanism fulfills various auction-based resource allocation requirements such as seal bidding, no impersonation of the bidder, no modification in any bid or result of allocation by the auctioneer, and proof for winners. The proposed work encourages edge servers for truthful bidding and furnishes the allocation results in polynomial time. Performance evaluation of the proposed model exhibits encouraging results. (C) 2022 Elsevier B.V. All rights reserved.
引用
收藏
页码:333 / 347
页数:15
相关论文
共 50 条
  • [1] Double Auction-Based Resource Allocation for Mobile Edge Computing in Industrial Internet of Things
    Sun, Wen
    Liu, Jiajia
    Yue, Yanlin
    Zhang, Haibin
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2018, 14 (10) : 4692 - 4701
  • [2] Auction-Based Resource Allocation for Mobile Edge Computing Networks
    Liu, Ben
    Xu, Ding
    [J]. IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2020, E103A (04) : 718 - 722
  • [3] Resource Allocation Algorithm in Industrial Internet of Things Based on Edge Computing
    Wei, Jian-Yi
    Wu, Jing-Jing
    [J]. Dongbei Daxue Xuebao/Journal of Northeastern University, 2023, 44 (08): : 1072 - 1077
  • [4] Trusted Mobile Edge Computing: DAG Blockchain-Aided Trust Management and Resource Allocation
    Yang, Weiwei
    Shi, Long
    Liang, Hui
    Zhang, Wei
    [J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 23 (05) : 5006 - 5018
  • [5] Auction-Based Storage Resource Allocation for Blockchain
    Pan, Rui
    Hu, Yikun
    Liu, Chubo
    Li, Keqin
    Li, Kenli
    [J]. IEEE INTERNET OF THINGS JOURNAL, 2023, 10 (24) : 21607 - 21614
  • [6] Blockchain-Aided Network Resource Orchestration in Intelligent Internet of Things
    Wang, Chao
    Jiang, Chunxiao
    Wang, Jingjing
    Shen, Shigen
    Guo, Song
    Zhang, Peiying
    [J]. IEEE INTERNET OF THINGS JOURNAL, 2023, 10 (07) : 6151 - 6163
  • [7] BSPC: blockchain-aided secure process control for improving the efficiency of industrial Internet of Things
    Hemamalini, V
    Zayaraz, G.
    Vijayalakshmi, V.
    [J]. JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2022, 14 (9) : 11517 - 11530
  • [8] BSPC: blockchain-aided secure process control for improving the efficiency of industrial Internet of Things
    V. Hemamalini
    G. Zayaraz
    V. Vijayalakshmi
    [J]. Journal of Ambient Intelligence and Humanized Computing, 2023, 14 : 11517 - 11530
  • [9] An Auction-based Resource Allocation Model for Green Cloud Computing
    Tram Truong Huu
    Tham, Chen-Khong
    [J]. PROCEEDINGS OF THE 2013 IEEE INTERNATIONAL CONFERENCE ON CLOUD ENGINEERING (IC2E 2013), 2013, : 269 - 278
  • [10] Cognitive Edge Computing based Resource Allocation Framework for Internet of Things
    Amjad, Anas
    Rabby, Fazle
    Sadia, Shaima
    Patwary, Mohammad
    Benkhelifa, Elhadj
    [J]. 2017 SECOND INTERNATIONAL CONFERENCE ON FOG AND MOBILE EDGE COMPUTING (FMEC), 2017, : 194 - 200